1. You can download the data from this link, and extract it 2. All your data will be in the folder "data" 3. Inside the data you will be having two folders |--- data |-----| ---- images |-----| ------|----- Scene 1 |-----| ------|--------| ----- Frame 1 (image 1) |-----| ------|--------| ----- Frame 2 (image 2) |-----| ------|--------| ----- ... |-----| ------|----- Scene 2 |-----| ------|--------| ----- Frame 1 (image 1) |-----| ------|--------| ----- Frame 2 (image 2) |-----| ------|--------| ----- ... |-----| ------|----- ..... |-----| ---- masks |-----| ------|----- Scene 1 |-----| ------|--------| ----- json 1 (labeled objects in image 1) |-----| ------|--------| ----- json 2 (labeled objects in image 1) |-----| ------|--------| ----- ... |-----| ------|----- Scene 2 |-----| ------|--------| ----- json 1 (labeled objects in image 1) |-----| ------|--------| ----- json 2 (labeled objects in image 1) |-----| ------|--------| ----- ... |-----| ------|----- .....
import math
from PIL import Image, ImageDraw
from PIL import ImagePath
import pandas as pd
import json
import os
from os import path
from tqdm import tqdm
import json
import cv2
import numpy as np
import matplotlib.pyplot as plt
import urllib
from google.colab import drive
drive.mount('/content/drive')
Mounted at /content/drive
!unzip /content/drive/MyDrive/data.zip
Streaming output truncated to the last 5000 lines.
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# all_files=[]
# image_file = []
# json_file = []
# file_fst = []
# file_sec = []
def return_file_names_df(root_dir):
all_files=[]
for i in os.listdir(root_dir+'/images'):
all_files.append(i)
image_file = []
json_file = []
for A in all_files:
file_fst = []
file_sec = []
for a in os.listdir(root_dir+'/images/'+A):
file_fst.append(a)
file_fst.sort()
for b in file_fst:
image_file.append('data/images/'+A+'/'+b)
for c in os.listdir(root_dir+'/mask/'+A):
file_sec.append(c)
file_sec.sort()
for d in file_sec:
json_file.append('data/mask/'+A+'/'+d)
data = {
'image': [],
'json': []
}
data_df_ = pd.DataFrame(data)
data_df_['image']=image_file
data_df_['json']=json_file
return data_df_
import math
from PIL import Image, ImageDraw
from PIL import ImagePath
import pandas as pd
import os
from os import path
from tqdm import tqdm
import json
import cv2
import numpy as np
import matplotlib.pyplot as plt
import urllib
data_df = return_file_names_df('/content/data')
data_df.head()
| image | json | |
|---|---|---|
| 0 | data/images/267/frame0393_leftImg8bit.jpg | data/mask/267/frame0393_gtFine_polygons.json |
| 1 | data/images/267/frame0633_leftImg8bit.jpg | data/mask/267/frame0633_gtFine_polygons.json |
| 2 | data/images/267/frame0813_leftImg8bit.jpg | data/mask/267/frame0813_gtFine_polygons.json |
| 3 | data/images/267/frame0933_leftImg8bit.jpg | data/mask/267/frame0933_gtFine_polygons.json |
| 4 | data/images/267/frame1413_leftImg8bit.jpg | data/mask/267/frame1413_gtFine_polygons.json |
If you observe the dataframe, we can consider each row as single data point, where first feature is image and the second feature is corresponding json file
def grader_1(data_df):
for i in data_df.values:
if not (path.isfile(i[0]) and path.isfile(i[1]) and i[0][12:i[0].find('_')]==i[1][10:i[1].find('_')]):
return False
return True
grader_1(data_df)
True
data_df.shape
(4008, 2)

Let's see how many unique objects are there in the json file. to see how to get the object from the json file please check this blog
data_df.shape[0]
4008
def return_unique_labels(data_df):
uni_lst = []
for j in range(data_df.shape[0]): # for each file in the column json
x = data_df.json[j] # read and store all the objects present in that file
f = open(x)
data = json.load(f) # compute the unique objects and retrun them
for j in data['objects']:
uni_lst.append(j['label'])
f.close()
unique_labels = set(uni_lst) # if open any json file using any editor you will get better sense of it
return unique_labels
unique_labels = return_unique_labels(data_df)

label_clr = {'road':10, 'parking':20, 'drivable fallback':20,'sidewalk':30,'non-drivable fallback':40,'rail track':40,\
'person':50, 'animal':50, 'rider':60, 'motorcycle':70, 'bicycle':70, 'autorickshaw':80,\
'car':80, 'truck':90, 'bus':90, 'vehicle fallback':90, 'trailer':90, 'caravan':90,\
'curb':100, 'wall':100, 'fence':110,'guard rail':110, 'billboard':120,'traffic sign':120,\
'traffic light':120, 'pole':130, 'polegroup':130, 'obs-str-bar-fallback':130,'building':140,\
'bridge':140,'tunnel':140, 'vegetation':150, 'sky':160, 'fallback background':160,'unlabeled':0,\
'out of roi':0, 'ego vehicle':170, 'ground':180,'rectification border':190,\
'train':200}
def grader_2(unique_labels):
if (not (set(label_clr.keys())-set(unique_labels))) and len(unique_labels) == 40:
print("True")
else:
print("Flase")
grader_2(unique_labels)
True
* here we have given a number for each of object types, if you see we are having 21 different set of objects * Note that we have multiplies each object's number with 10, that is just to make different objects look differently in the segmentation map * Before you pass it to the models, you might need to devide the image array /10.
# lab = []
# poly = []
# label = []
# vertexlist = []
#refrence taken from https://www.geeksforgeeks.org/read-json-file-using-python/
#refrence also taken from https://www.geeksforgeeks.org/python-convert-a-list-into-a-tuple/
# this function will take a file name as argument
# it will process all the objects in that file and returns
#make changes
def get_poly(file):
label1=[]
vertexlist1=[]
import json
f = open(file)
data = json.load(f)
for i in data['objects']:
label1.append(i['label'])
vertexlist1.append(i['polygon'])
w=data['imgWidth']
h=data['imgHeight']
f.close()
vertexlist=[]
label=[]
for j,k in enumerate(vertexlist1):
list1=[]
if len(k)!=0 and len(k)>1:
for l,m in enumerate(k):
test=tuple(m)
list1.append(test)
vertexlist.append(list1)
label.append(label1[j])
else:
break
return w, h, label, vertexlist
# def get_poly(file):
# # this function will take a file name as argument
# # it will process all the objects in that file and returns
# # label: a list of labels for all the objects label[i] will have the corresponding vertices in vertexlist[i]
# # len(label) == number of objects in the image
# # vertexlist: it should be list of list of vertices in tuple formate
# # ex: [[(x11,y11), (x12,y12), (x13,y13) .. (x1n,y1n)]
# # [(x21,y21), (x22,y12), (x23,y23) .. (x2n,y2n)]
# # .....
# # [(xm1,ym1), (xm2,ym2), (xm3,ym3) .. (xmn,ymn)]]
# # len(vertexlist) == number of objects in the image
# # * note that label[i] and vertextlist[i] are corresponds to the same object, one represents the type of the object
# # the other represents the location
# # width of the image
# # height of the image
# return w, h, label, vertexlist
def grader_3(file):
w, h, labels, vertexlist = get_poly(file)
print(len((set(labels)))==18 and len(vertexlist)==227 and w==1920 and h==1080 \
and isinstance(vertexlist,list) and isinstance(vertexlist[0],list) and isinstance(vertexlist[0][0],tuple) )
grader_3('data/mask/201/frame0029_gtFine_polygons.json')
True
import math
from PIL import Image, ImageDraw
from PIL import ImagePath
side=8
x1 = [ ((math.cos(th) + 1) *9, (math.sin(th) + 1) * 6) for th in [i * (2 * math.pi) / side for i in range(side)] ]
x2 = [ ((math.cos(th) + 2) *9, (math.sin(th) + 3) *6) for th in [i * (2 * math.pi) / side for i in range(side)] ]
img = Image.new("RGB", (28,28))
img1 = ImageDraw.Draw(img)
# please play with the fill value
# writing the first polygon
img1.polygon(x1, fill =20)
# writing the second polygon
img1.polygon(x2, fill =30)
img=np.array(img)
# note that the filling of the values happens at the channel 1, so we are considering only the first channel here
plt.imshow(img[:,:,0])
print(img.shape)
print(img[:,:,0]//10)
im = Image.fromarray(img[:,:,0])
im.save("test_image.png")
(28, 28, 3) [[0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] [0 0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0] [0 0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0] [0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0] [0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0] [2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0] [2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0] [0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0] [0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0] [0 0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0] [0 0 2 2 2 2 2 2 2 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0] [0 0 0 0 0 0 2 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] [0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0] [0 0 0 0 0 0 0 0 0 0 0 3 3 3 3 3 3 3 3 3 3 3 3 3 3 0 0 0] [0 0 0 0 0 0 0 0 0 0 0 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 0 0] [0 0 0 0 0 0 0 0 0 0 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 0 0] [0 0 0 0 0 0 0 0 0 0 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 0] [0 0 0 0 0 0 0 0 0 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 0] [0 0 0 0 0 0 0 0 0 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3] [0 0 0 0 0 0 0 0 0 0 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 0] [0 0 0 0 0 0 0 0 0 0 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 0 0] [0 0 0 0 0 0 0 0 0 0 0 3 3 3 3 3 3 3 3 3 3 3 3 3 3 3 0 0] [0 0 0 0 0 0 0 0 0 0 0 3 3 3 3 3 3 3 3 3 3 3 3 3 3 0 0 0] [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 3 3 3 3 3 3 0 0 0 0 0 0] [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0] [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0] [0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]]
import urllib.request
#refrence taken as
def compute_masks(data_df):
path = []
os.mkdir('/content/data/output')
for i in data_df.json:
lst = []
lst = i.split('/')
lst[0] = lst[0]
lst[1] = '/output/'
lst_1 = lst[3].split('.')
lst[3]= '/'+lst_1[0]
lst.append('.png')
w, h, label, vertexlist=get_poly(i)
img = Image.new("RGB",(1920,1080))
img1 = ImageDraw.Draw(img)
for j in range(len(vertexlist)):
img1.polygon(vertexlist[j], fill = label_clr[label[j]])
img = np.array(img)
img = img[:,:,0]
im = Image.fromarray(img)
if lst[2] not in os.listdir('/content/data/output/'):
os.mkdir('/content/data/output/'+lst[2])
im.save(''.join(lst))
path.append(''.join(lst))
data_df['mask'] = path
return data_df
# def compute_masks(data_df):
# # after you have computed the vertexlist plot that polygone in image like this
# # img = Image.new("RGB", (w, h))
# # img1 = ImageDraw.Draw(img)
# # img1.polygon(vertexlist[i], fill = label_clr[label[i]])
# # after drawing all the polygons that we collected from json file,
# # you need to store that image in the folder like this "data/output/scene/framenumber_gtFine_polygons.png"
# # after saving the image into disk, store the path in a list
# # after storing all the paths, add a column to the data_df['mask'] ex: data_df['mask']= mask_paths
# return data_df
data_df = compute_masks(data_df)
data_df.head()
| image | json | mask | |
|---|---|---|---|
| 0 | data/images/267/frame0393_leftImg8bit.jpg | data/mask/267/frame0393_gtFine_polygons.json | data/output/267/frame0393_gtFine_polygons.png |
| 1 | data/images/267/frame0633_leftImg8bit.jpg | data/mask/267/frame0633_gtFine_polygons.json | data/output/267/frame0633_gtFine_polygons.png |
| 2 | data/images/267/frame0813_leftImg8bit.jpg | data/mask/267/frame0813_gtFine_polygons.json | data/output/267/frame0813_gtFine_polygons.png |
| 3 | data/images/267/frame0933_leftImg8bit.jpg | data/mask/267/frame0933_gtFine_polygons.json | data/output/267/frame0933_gtFine_polygons.png |
| 4 | data/images/267/frame1413_leftImg8bit.jpg | data/mask/267/frame1413_gtFine_polygons.json | data/output/267/frame1413_gtFine_polygons.png |
def grader_3():
url = "https://i.imgur.com/4XSUlHk.png"
url_response = urllib.request.urlopen(url)
img_array = np.array(bytearray(url_response.read()), dtype=np.uint8)
img = cv2.imdecode(img_array, -1)
my_img = cv2.imread('data/output/201/frame0029_gtFine_polygons.png')
plt.imshow(my_img)
print((my_img[:,:,0]==img).all())
print(np.unique(img))
print(np.unique(my_img[:,:,0]))
data_df.to_csv('preprocessed_data.csv', index=False)
grader_3()
False [ 0 10 20 40 50 60 70 80 90 100 120 130 140 150 160] [ 0 10 20 40 50 60 70 80 90 100 120 130 140 150 160]
* please check the paper: https://arxiv.org/abs/1505.04597 ** As a part of this assignment we won't writingt this whole architecture, rather we will be doing transfer learning * please check the library https://github.com/qubvel/segmentation_models * You can install it like this "pip install -U segmentation-models==0.2.1", even in google colab you can install the same with "!pip install -U segmentation-models==0.2.1" * Check the reference notebook in which we have solved one end to end case study of image forgery detection using same unet * The number of channels in the output will depend on the number of classes in your data, since we know that we are having 21 classes, the number of channels in the output will also be 21 * This is where we want you to explore, how do you featurize your created segmentation map note that the original map will be of (w, h, 1) and the output will be (w, h, 21) how will you calculate the loss, you can check the examples in segmentation github * please use the loss function that is used in the refence notebooks
import tensorflow as tf
# tf.enable_eager_execution()
import os
import numpy as np
import pandas as pd
import cv2
import matplotlib.pyplot as plt
# from hilbert import hilbertCurve
import imgaug.augmenters as iaa
import numpy as np
# import albumentations as A
os.environ['TF_FORCE_GPU_ALLOW_GROWTH'] = 'true'
from tensorflow.keras import layers
from tensorflow.compat.v1.keras.layers import CuDNNLSTM
from tensorflow.keras.layers import Dense,Input,Conv2D,MaxPool2D,Activation,Dropout,Flatten, BatchNormalization, ReLU, Reshape
from tensorflow.keras.models import Model
import random as rn
!pip install imgaug
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from tensorflow.keras.layers import Flatten
from sklearn.model_selection import train_test_split
# # here dir_path is the route directory where all the images and segmentation maps are there
# dir_path = "900_images"
# file_names = set()
# for i in os.listdir(dir_path):
# file_names.add(i.split('.')[0])
X_train, X_test = train_test_split(data_df[['image','mask']], test_size=0.2, random_state=42)
!pip install -U segmentation-models
Collecting segmentation-models
Downloading segmentation_models-1.0.1-py3-none-any.whl (33 kB)
Collecting efficientnet==1.0.0
Downloading efficientnet-1.0.0-py3-none-any.whl (17 kB)
Collecting image-classifiers==1.0.0
Downloading image_classifiers-1.0.0-py3-none-any.whl (19 kB)
Collecting keras-applications<=1.0.8,>=1.0.7
Downloading Keras_Applications-1.0.8-py3-none-any.whl (50 kB)
|ˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆˆ| 50 kB 4.9 MB/s
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Installing collected packages: keras-applications, image-classifiers, efficientnet, segmentation-models
Successfully installed efficientnet-1.0.0 image-classifiers-1.0.0 keras-applications-1.0.8 segmentation-models-1.0.1
import segmentation_models as sm
from segmentation_models.metrics import iou_score
from segmentation_models.metrics import IOUScore
from segmentation_models import Unet
Segmentation Models: using `keras` framework.
# # we are importing the pretrained unet from the segmentation models
# # https://github.com/qubvel/segmentation_models
# import segmentation_models as sm
# from segmentation_models import Unet
# # sm.set_framework('tf.keras')
# tf.keras.backend.set_image_data_format('channels_last')
# we are importing the pretrained unet from the segmentation models
# https://github.com/qubvel/segmentation_models
SM_FRAMEWORK=tf.keras
import segmentation_models as sm
sm.set_framework('tf.keras')
from segmentation_models import Unet
tf.keras.backend.set_image_data_format('channels_last')
# loading the unet model and using the resnet 34 and initilized weights with imagenet weights
# "classes" :different types of classes in the dataset
model = Unet('resnet34', encoder_weights='imagenet', classes=21, activation='softmax',encoder_freeze=True, input_shape=(512,512,3))
Downloading data from https://github.com/qubvel/classification_models/releases/download/0.0.1/resnet34_imagenet_1000_no_top.h5 85524480/85521592 [==============================] - 2s 0us/step
model.summary()
Model: "model_1"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
data (InputLayer) [(None, 512, 512, 3) 0
__________________________________________________________________________________________________
bn_data (BatchNormalization) (None, 512, 512, 3) 9 data[0][0]
__________________________________________________________________________________________________
zero_padding2d (ZeroPadding2D) (None, 518, 518, 3) 0 bn_data[0][0]
__________________________________________________________________________________________________
conv0 (Conv2D) (None, 256, 256, 64) 9408 zero_padding2d[0][0]
__________________________________________________________________________________________________
bn0 (BatchNormalization) (None, 256, 256, 64) 256 conv0[0][0]
__________________________________________________________________________________________________
relu0 (Activation) (None, 256, 256, 64) 0 bn0[0][0]
__________________________________________________________________________________________________
zero_padding2d_1 (ZeroPadding2D (None, 258, 258, 64) 0 relu0[0][0]
__________________________________________________________________________________________________
pooling0 (MaxPooling2D) (None, 128, 128, 64) 0 zero_padding2d_1[0][0]
__________________________________________________________________________________________________
stage1_unit1_bn1 (BatchNormaliz (None, 128, 128, 64) 256 pooling0[0][0]
__________________________________________________________________________________________________
stage1_unit1_relu1 (Activation) (None, 128, 128, 64) 0 stage1_unit1_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_2 (ZeroPadding2D (None, 130, 130, 64) 0 stage1_unit1_relu1[0][0]
__________________________________________________________________________________________________
stage1_unit1_conv1 (Conv2D) (None, 128, 128, 64) 36864 zero_padding2d_2[0][0]
__________________________________________________________________________________________________
stage1_unit1_bn2 (BatchNormaliz (None, 128, 128, 64) 256 stage1_unit1_conv1[0][0]
__________________________________________________________________________________________________
stage1_unit1_relu2 (Activation) (None, 128, 128, 64) 0 stage1_unit1_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_3 (ZeroPadding2D (None, 130, 130, 64) 0 stage1_unit1_relu2[0][0]
__________________________________________________________________________________________________
stage1_unit1_conv2 (Conv2D) (None, 128, 128, 64) 36864 zero_padding2d_3[0][0]
__________________________________________________________________________________________________
stage1_unit1_sc (Conv2D) (None, 128, 128, 64) 4096 stage1_unit1_relu1[0][0]
__________________________________________________________________________________________________
add (Add) (None, 128, 128, 64) 0 stage1_unit1_conv2[0][0]
stage1_unit1_sc[0][0]
__________________________________________________________________________________________________
stage1_unit2_bn1 (BatchNormaliz (None, 128, 128, 64) 256 add[0][0]
__________________________________________________________________________________________________
stage1_unit2_relu1 (Activation) (None, 128, 128, 64) 0 stage1_unit2_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_4 (ZeroPadding2D (None, 130, 130, 64) 0 stage1_unit2_relu1[0][0]
__________________________________________________________________________________________________
stage1_unit2_conv1 (Conv2D) (None, 128, 128, 64) 36864 zero_padding2d_4[0][0]
__________________________________________________________________________________________________
stage1_unit2_bn2 (BatchNormaliz (None, 128, 128, 64) 256 stage1_unit2_conv1[0][0]
__________________________________________________________________________________________________
stage1_unit2_relu2 (Activation) (None, 128, 128, 64) 0 stage1_unit2_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_5 (ZeroPadding2D (None, 130, 130, 64) 0 stage1_unit2_relu2[0][0]
__________________________________________________________________________________________________
stage1_unit2_conv2 (Conv2D) (None, 128, 128, 64) 36864 zero_padding2d_5[0][0]
__________________________________________________________________________________________________
add_1 (Add) (None, 128, 128, 64) 0 stage1_unit2_conv2[0][0]
add[0][0]
__________________________________________________________________________________________________
stage1_unit3_bn1 (BatchNormaliz (None, 128, 128, 64) 256 add_1[0][0]
__________________________________________________________________________________________________
stage1_unit3_relu1 (Activation) (None, 128, 128, 64) 0 stage1_unit3_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_6 (ZeroPadding2D (None, 130, 130, 64) 0 stage1_unit3_relu1[0][0]
__________________________________________________________________________________________________
stage1_unit3_conv1 (Conv2D) (None, 128, 128, 64) 36864 zero_padding2d_6[0][0]
__________________________________________________________________________________________________
stage1_unit3_bn2 (BatchNormaliz (None, 128, 128, 64) 256 stage1_unit3_conv1[0][0]
__________________________________________________________________________________________________
stage1_unit3_relu2 (Activation) (None, 128, 128, 64) 0 stage1_unit3_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_7 (ZeroPadding2D (None, 130, 130, 64) 0 stage1_unit3_relu2[0][0]
__________________________________________________________________________________________________
stage1_unit3_conv2 (Conv2D) (None, 128, 128, 64) 36864 zero_padding2d_7[0][0]
__________________________________________________________________________________________________
add_2 (Add) (None, 128, 128, 64) 0 stage1_unit3_conv2[0][0]
add_1[0][0]
__________________________________________________________________________________________________
stage2_unit1_bn1 (BatchNormaliz (None, 128, 128, 64) 256 add_2[0][0]
__________________________________________________________________________________________________
stage2_unit1_relu1 (Activation) (None, 128, 128, 64) 0 stage2_unit1_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_8 (ZeroPadding2D (None, 130, 130, 64) 0 stage2_unit1_relu1[0][0]
__________________________________________________________________________________________________
stage2_unit1_conv1 (Conv2D) (None, 64, 64, 128) 73728 zero_padding2d_8[0][0]
__________________________________________________________________________________________________
stage2_unit1_bn2 (BatchNormaliz (None, 64, 64, 128) 512 stage2_unit1_conv1[0][0]
__________________________________________________________________________________________________
stage2_unit1_relu2 (Activation) (None, 64, 64, 128) 0 stage2_unit1_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_9 (ZeroPadding2D (None, 66, 66, 128) 0 stage2_unit1_relu2[0][0]
__________________________________________________________________________________________________
stage2_unit1_conv2 (Conv2D) (None, 64, 64, 128) 147456 zero_padding2d_9[0][0]
__________________________________________________________________________________________________
stage2_unit1_sc (Conv2D) (None, 64, 64, 128) 8192 stage2_unit1_relu1[0][0]
__________________________________________________________________________________________________
add_3 (Add) (None, 64, 64, 128) 0 stage2_unit1_conv2[0][0]
stage2_unit1_sc[0][0]
__________________________________________________________________________________________________
stage2_unit2_bn1 (BatchNormaliz (None, 64, 64, 128) 512 add_3[0][0]
__________________________________________________________________________________________________
stage2_unit2_relu1 (Activation) (None, 64, 64, 128) 0 stage2_unit2_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_10 (ZeroPadding2 (None, 66, 66, 128) 0 stage2_unit2_relu1[0][0]
__________________________________________________________________________________________________
stage2_unit2_conv1 (Conv2D) (None, 64, 64, 128) 147456 zero_padding2d_10[0][0]
__________________________________________________________________________________________________
stage2_unit2_bn2 (BatchNormaliz (None, 64, 64, 128) 512 stage2_unit2_conv1[0][0]
__________________________________________________________________________________________________
stage2_unit2_relu2 (Activation) (None, 64, 64, 128) 0 stage2_unit2_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_11 (ZeroPadding2 (None, 66, 66, 128) 0 stage2_unit2_relu2[0][0]
__________________________________________________________________________________________________
stage2_unit2_conv2 (Conv2D) (None, 64, 64, 128) 147456 zero_padding2d_11[0][0]
__________________________________________________________________________________________________
add_4 (Add) (None, 64, 64, 128) 0 stage2_unit2_conv2[0][0]
add_3[0][0]
__________________________________________________________________________________________________
stage2_unit3_bn1 (BatchNormaliz (None, 64, 64, 128) 512 add_4[0][0]
__________________________________________________________________________________________________
stage2_unit3_relu1 (Activation) (None, 64, 64, 128) 0 stage2_unit3_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_12 (ZeroPadding2 (None, 66, 66, 128) 0 stage2_unit3_relu1[0][0]
__________________________________________________________________________________________________
stage2_unit3_conv1 (Conv2D) (None, 64, 64, 128) 147456 zero_padding2d_12[0][0]
__________________________________________________________________________________________________
stage2_unit3_bn2 (BatchNormaliz (None, 64, 64, 128) 512 stage2_unit3_conv1[0][0]
__________________________________________________________________________________________________
stage2_unit3_relu2 (Activation) (None, 64, 64, 128) 0 stage2_unit3_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_13 (ZeroPadding2 (None, 66, 66, 128) 0 stage2_unit3_relu2[0][0]
__________________________________________________________________________________________________
stage2_unit3_conv2 (Conv2D) (None, 64, 64, 128) 147456 zero_padding2d_13[0][0]
__________________________________________________________________________________________________
add_5 (Add) (None, 64, 64, 128) 0 stage2_unit3_conv2[0][0]
add_4[0][0]
__________________________________________________________________________________________________
stage2_unit4_bn1 (BatchNormaliz (None, 64, 64, 128) 512 add_5[0][0]
__________________________________________________________________________________________________
stage2_unit4_relu1 (Activation) (None, 64, 64, 128) 0 stage2_unit4_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_14 (ZeroPadding2 (None, 66, 66, 128) 0 stage2_unit4_relu1[0][0]
__________________________________________________________________________________________________
stage2_unit4_conv1 (Conv2D) (None, 64, 64, 128) 147456 zero_padding2d_14[0][0]
__________________________________________________________________________________________________
stage2_unit4_bn2 (BatchNormaliz (None, 64, 64, 128) 512 stage2_unit4_conv1[0][0]
__________________________________________________________________________________________________
stage2_unit4_relu2 (Activation) (None, 64, 64, 128) 0 stage2_unit4_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_15 (ZeroPadding2 (None, 66, 66, 128) 0 stage2_unit4_relu2[0][0]
__________________________________________________________________________________________________
stage2_unit4_conv2 (Conv2D) (None, 64, 64, 128) 147456 zero_padding2d_15[0][0]
__________________________________________________________________________________________________
add_6 (Add) (None, 64, 64, 128) 0 stage2_unit4_conv2[0][0]
add_5[0][0]
__________________________________________________________________________________________________
stage3_unit1_bn1 (BatchNormaliz (None, 64, 64, 128) 512 add_6[0][0]
__________________________________________________________________________________________________
stage3_unit1_relu1 (Activation) (None, 64, 64, 128) 0 stage3_unit1_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_16 (ZeroPadding2 (None, 66, 66, 128) 0 stage3_unit1_relu1[0][0]
__________________________________________________________________________________________________
stage3_unit1_conv1 (Conv2D) (None, 32, 32, 256) 294912 zero_padding2d_16[0][0]
__________________________________________________________________________________________________
stage3_unit1_bn2 (BatchNormaliz (None, 32, 32, 256) 1024 stage3_unit1_conv1[0][0]
__________________________________________________________________________________________________
stage3_unit1_relu2 (Activation) (None, 32, 32, 256) 0 stage3_unit1_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_17 (ZeroPadding2 (None, 34, 34, 256) 0 stage3_unit1_relu2[0][0]
__________________________________________________________________________________________________
stage3_unit1_conv2 (Conv2D) (None, 32, 32, 256) 589824 zero_padding2d_17[0][0]
__________________________________________________________________________________________________
stage3_unit1_sc (Conv2D) (None, 32, 32, 256) 32768 stage3_unit1_relu1[0][0]
__________________________________________________________________________________________________
add_7 (Add) (None, 32, 32, 256) 0 stage3_unit1_conv2[0][0]
stage3_unit1_sc[0][0]
__________________________________________________________________________________________________
stage3_unit2_bn1 (BatchNormaliz (None, 32, 32, 256) 1024 add_7[0][0]
__________________________________________________________________________________________________
stage3_unit2_relu1 (Activation) (None, 32, 32, 256) 0 stage3_unit2_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_18 (ZeroPadding2 (None, 34, 34, 256) 0 stage3_unit2_relu1[0][0]
__________________________________________________________________________________________________
stage3_unit2_conv1 (Conv2D) (None, 32, 32, 256) 589824 zero_padding2d_18[0][0]
__________________________________________________________________________________________________
stage3_unit2_bn2 (BatchNormaliz (None, 32, 32, 256) 1024 stage3_unit2_conv1[0][0]
__________________________________________________________________________________________________
stage3_unit2_relu2 (Activation) (None, 32, 32, 256) 0 stage3_unit2_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_19 (ZeroPadding2 (None, 34, 34, 256) 0 stage3_unit2_relu2[0][0]
__________________________________________________________________________________________________
stage3_unit2_conv2 (Conv2D) (None, 32, 32, 256) 589824 zero_padding2d_19[0][0]
__________________________________________________________________________________________________
add_8 (Add) (None, 32, 32, 256) 0 stage3_unit2_conv2[0][0]
add_7[0][0]
__________________________________________________________________________________________________
stage3_unit3_bn1 (BatchNormaliz (None, 32, 32, 256) 1024 add_8[0][0]
__________________________________________________________________________________________________
stage3_unit3_relu1 (Activation) (None, 32, 32, 256) 0 stage3_unit3_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_20 (ZeroPadding2 (None, 34, 34, 256) 0 stage3_unit3_relu1[0][0]
__________________________________________________________________________________________________
stage3_unit3_conv1 (Conv2D) (None, 32, 32, 256) 589824 zero_padding2d_20[0][0]
__________________________________________________________________________________________________
stage3_unit3_bn2 (BatchNormaliz (None, 32, 32, 256) 1024 stage3_unit3_conv1[0][0]
__________________________________________________________________________________________________
stage3_unit3_relu2 (Activation) (None, 32, 32, 256) 0 stage3_unit3_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_21 (ZeroPadding2 (None, 34, 34, 256) 0 stage3_unit3_relu2[0][0]
__________________________________________________________________________________________________
stage3_unit3_conv2 (Conv2D) (None, 32, 32, 256) 589824 zero_padding2d_21[0][0]
__________________________________________________________________________________________________
add_9 (Add) (None, 32, 32, 256) 0 stage3_unit3_conv2[0][0]
add_8[0][0]
__________________________________________________________________________________________________
stage3_unit4_bn1 (BatchNormaliz (None, 32, 32, 256) 1024 add_9[0][0]
__________________________________________________________________________________________________
stage3_unit4_relu1 (Activation) (None, 32, 32, 256) 0 stage3_unit4_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_22 (ZeroPadding2 (None, 34, 34, 256) 0 stage3_unit4_relu1[0][0]
__________________________________________________________________________________________________
stage3_unit4_conv1 (Conv2D) (None, 32, 32, 256) 589824 zero_padding2d_22[0][0]
__________________________________________________________________________________________________
stage3_unit4_bn2 (BatchNormaliz (None, 32, 32, 256) 1024 stage3_unit4_conv1[0][0]
__________________________________________________________________________________________________
stage3_unit4_relu2 (Activation) (None, 32, 32, 256) 0 stage3_unit4_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_23 (ZeroPadding2 (None, 34, 34, 256) 0 stage3_unit4_relu2[0][0]
__________________________________________________________________________________________________
stage3_unit4_conv2 (Conv2D) (None, 32, 32, 256) 589824 zero_padding2d_23[0][0]
__________________________________________________________________________________________________
add_10 (Add) (None, 32, 32, 256) 0 stage3_unit4_conv2[0][0]
add_9[0][0]
__________________________________________________________________________________________________
stage3_unit5_bn1 (BatchNormaliz (None, 32, 32, 256) 1024 add_10[0][0]
__________________________________________________________________________________________________
stage3_unit5_relu1 (Activation) (None, 32, 32, 256) 0 stage3_unit5_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_24 (ZeroPadding2 (None, 34, 34, 256) 0 stage3_unit5_relu1[0][0]
__________________________________________________________________________________________________
stage3_unit5_conv1 (Conv2D) (None, 32, 32, 256) 589824 zero_padding2d_24[0][0]
__________________________________________________________________________________________________
stage3_unit5_bn2 (BatchNormaliz (None, 32, 32, 256) 1024 stage3_unit5_conv1[0][0]
__________________________________________________________________________________________________
stage3_unit5_relu2 (Activation) (None, 32, 32, 256) 0 stage3_unit5_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_25 (ZeroPadding2 (None, 34, 34, 256) 0 stage3_unit5_relu2[0][0]
__________________________________________________________________________________________________
stage3_unit5_conv2 (Conv2D) (None, 32, 32, 256) 589824 zero_padding2d_25[0][0]
__________________________________________________________________________________________________
add_11 (Add) (None, 32, 32, 256) 0 stage3_unit5_conv2[0][0]
add_10[0][0]
__________________________________________________________________________________________________
stage3_unit6_bn1 (BatchNormaliz (None, 32, 32, 256) 1024 add_11[0][0]
__________________________________________________________________________________________________
stage3_unit6_relu1 (Activation) (None, 32, 32, 256) 0 stage3_unit6_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_26 (ZeroPadding2 (None, 34, 34, 256) 0 stage3_unit6_relu1[0][0]
__________________________________________________________________________________________________
stage3_unit6_conv1 (Conv2D) (None, 32, 32, 256) 589824 zero_padding2d_26[0][0]
__________________________________________________________________________________________________
stage3_unit6_bn2 (BatchNormaliz (None, 32, 32, 256) 1024 stage3_unit6_conv1[0][0]
__________________________________________________________________________________________________
stage3_unit6_relu2 (Activation) (None, 32, 32, 256) 0 stage3_unit6_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_27 (ZeroPadding2 (None, 34, 34, 256) 0 stage3_unit6_relu2[0][0]
__________________________________________________________________________________________________
stage3_unit6_conv2 (Conv2D) (None, 32, 32, 256) 589824 zero_padding2d_27[0][0]
__________________________________________________________________________________________________
add_12 (Add) (None, 32, 32, 256) 0 stage3_unit6_conv2[0][0]
add_11[0][0]
__________________________________________________________________________________________________
stage4_unit1_bn1 (BatchNormaliz (None, 32, 32, 256) 1024 add_12[0][0]
__________________________________________________________________________________________________
stage4_unit1_relu1 (Activation) (None, 32, 32, 256) 0 stage4_unit1_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_28 (ZeroPadding2 (None, 34, 34, 256) 0 stage4_unit1_relu1[0][0]
__________________________________________________________________________________________________
stage4_unit1_conv1 (Conv2D) (None, 16, 16, 512) 1179648 zero_padding2d_28[0][0]
__________________________________________________________________________________________________
stage4_unit1_bn2 (BatchNormaliz (None, 16, 16, 512) 2048 stage4_unit1_conv1[0][0]
__________________________________________________________________________________________________
stage4_unit1_relu2 (Activation) (None, 16, 16, 512) 0 stage4_unit1_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_29 (ZeroPadding2 (None, 18, 18, 512) 0 stage4_unit1_relu2[0][0]
__________________________________________________________________________________________________
stage4_unit1_conv2 (Conv2D) (None, 16, 16, 512) 2359296 zero_padding2d_29[0][0]
__________________________________________________________________________________________________
stage4_unit1_sc (Conv2D) (None, 16, 16, 512) 131072 stage4_unit1_relu1[0][0]
__________________________________________________________________________________________________
add_13 (Add) (None, 16, 16, 512) 0 stage4_unit1_conv2[0][0]
stage4_unit1_sc[0][0]
__________________________________________________________________________________________________
stage4_unit2_bn1 (BatchNormaliz (None, 16, 16, 512) 2048 add_13[0][0]
__________________________________________________________________________________________________
stage4_unit2_relu1 (Activation) (None, 16, 16, 512) 0 stage4_unit2_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_30 (ZeroPadding2 (None, 18, 18, 512) 0 stage4_unit2_relu1[0][0]
__________________________________________________________________________________________________
stage4_unit2_conv1 (Conv2D) (None, 16, 16, 512) 2359296 zero_padding2d_30[0][0]
__________________________________________________________________________________________________
stage4_unit2_bn2 (BatchNormaliz (None, 16, 16, 512) 2048 stage4_unit2_conv1[0][0]
__________________________________________________________________________________________________
stage4_unit2_relu2 (Activation) (None, 16, 16, 512) 0 stage4_unit2_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_31 (ZeroPadding2 (None, 18, 18, 512) 0 stage4_unit2_relu2[0][0]
__________________________________________________________________________________________________
stage4_unit2_conv2 (Conv2D) (None, 16, 16, 512) 2359296 zero_padding2d_31[0][0]
__________________________________________________________________________________________________
add_14 (Add) (None, 16, 16, 512) 0 stage4_unit2_conv2[0][0]
add_13[0][0]
__________________________________________________________________________________________________
stage4_unit3_bn1 (BatchNormaliz (None, 16, 16, 512) 2048 add_14[0][0]
__________________________________________________________________________________________________
stage4_unit3_relu1 (Activation) (None, 16, 16, 512) 0 stage4_unit3_bn1[0][0]
__________________________________________________________________________________________________
zero_padding2d_32 (ZeroPadding2 (None, 18, 18, 512) 0 stage4_unit3_relu1[0][0]
__________________________________________________________________________________________________
stage4_unit3_conv1 (Conv2D) (None, 16, 16, 512) 2359296 zero_padding2d_32[0][0]
__________________________________________________________________________________________________
stage4_unit3_bn2 (BatchNormaliz (None, 16, 16, 512) 2048 stage4_unit3_conv1[0][0]
__________________________________________________________________________________________________
stage4_unit3_relu2 (Activation) (None, 16, 16, 512) 0 stage4_unit3_bn2[0][0]
__________________________________________________________________________________________________
zero_padding2d_33 (ZeroPadding2 (None, 18, 18, 512) 0 stage4_unit3_relu2[0][0]
__________________________________________________________________________________________________
stage4_unit3_conv2 (Conv2D) (None, 16, 16, 512) 2359296 zero_padding2d_33[0][0]
__________________________________________________________________________________________________
add_15 (Add) (None, 16, 16, 512) 0 stage4_unit3_conv2[0][0]
add_14[0][0]
__________________________________________________________________________________________________
bn1 (BatchNormalization) (None, 16, 16, 512) 2048 add_15[0][0]
__________________________________________________________________________________________________
relu1 (Activation) (None, 16, 16, 512) 0 bn1[0][0]
__________________________________________________________________________________________________
decoder_stage0_upsampling (UpSa (None, 32, 32, 512) 0 relu1[0][0]
__________________________________________________________________________________________________
decoder_stage0_concat (Concaten (None, 32, 32, 768) 0 decoder_stage0_upsampling[0][0]
stage4_unit1_relu1[0][0]
__________________________________________________________________________________________________
decoder_stage0a_conv (Conv2D) (None, 32, 32, 256) 1769472 decoder_stage0_concat[0][0]
__________________________________________________________________________________________________
decoder_stage0a_bn (BatchNormal (None, 32, 32, 256) 1024 decoder_stage0a_conv[0][0]
__________________________________________________________________________________________________
decoder_stage0a_relu (Activatio (None, 32, 32, 256) 0 decoder_stage0a_bn[0][0]
__________________________________________________________________________________________________
decoder_stage0b_conv (Conv2D) (None, 32, 32, 256) 589824 decoder_stage0a_relu[0][0]
__________________________________________________________________________________________________
decoder_stage0b_bn (BatchNormal (None, 32, 32, 256) 1024 decoder_stage0b_conv[0][0]
__________________________________________________________________________________________________
decoder_stage0b_relu (Activatio (None, 32, 32, 256) 0 decoder_stage0b_bn[0][0]
__________________________________________________________________________________________________
decoder_stage1_upsampling (UpSa (None, 64, 64, 256) 0 decoder_stage0b_relu[0][0]
__________________________________________________________________________________________________
decoder_stage1_concat (Concaten (None, 64, 64, 384) 0 decoder_stage1_upsampling[0][0]
stage3_unit1_relu1[0][0]
__________________________________________________________________________________________________
decoder_stage1a_conv (Conv2D) (None, 64, 64, 128) 442368 decoder_stage1_concat[0][0]
__________________________________________________________________________________________________
decoder_stage1a_bn (BatchNormal (None, 64, 64, 128) 512 decoder_stage1a_conv[0][0]
__________________________________________________________________________________________________
decoder_stage1a_relu (Activatio (None, 64, 64, 128) 0 decoder_stage1a_bn[0][0]
__________________________________________________________________________________________________
decoder_stage1b_conv (Conv2D) (None, 64, 64, 128) 147456 decoder_stage1a_relu[0][0]
__________________________________________________________________________________________________
decoder_stage1b_bn (BatchNormal (None, 64, 64, 128) 512 decoder_stage1b_conv[0][0]
__________________________________________________________________________________________________
decoder_stage1b_relu (Activatio (None, 64, 64, 128) 0 decoder_stage1b_bn[0][0]
__________________________________________________________________________________________________
decoder_stage2_upsampling (UpSa (None, 128, 128, 128 0 decoder_stage1b_relu[0][0]
__________________________________________________________________________________________________
decoder_stage2_concat (Concaten (None, 128, 128, 192 0 decoder_stage2_upsampling[0][0]
stage2_unit1_relu1[0][0]
__________________________________________________________________________________________________
decoder_stage2a_conv (Conv2D) (None, 128, 128, 64) 110592 decoder_stage2_concat[0][0]
__________________________________________________________________________________________________
decoder_stage2a_bn (BatchNormal (None, 128, 128, 64) 256 decoder_stage2a_conv[0][0]
__________________________________________________________________________________________________
decoder_stage2a_relu (Activatio (None, 128, 128, 64) 0 decoder_stage2a_bn[0][0]
__________________________________________________________________________________________________
decoder_stage2b_conv (Conv2D) (None, 128, 128, 64) 36864 decoder_stage2a_relu[0][0]
__________________________________________________________________________________________________
decoder_stage2b_bn (BatchNormal (None, 128, 128, 64) 256 decoder_stage2b_conv[0][0]
__________________________________________________________________________________________________
decoder_stage2b_relu (Activatio (None, 128, 128, 64) 0 decoder_stage2b_bn[0][0]
__________________________________________________________________________________________________
decoder_stage3_upsampling (UpSa (None, 256, 256, 64) 0 decoder_stage2b_relu[0][0]
__________________________________________________________________________________________________
decoder_stage3_concat (Concaten (None, 256, 256, 128 0 decoder_stage3_upsampling[0][0]
relu0[0][0]
__________________________________________________________________________________________________
decoder_stage3a_conv (Conv2D) (None, 256, 256, 32) 36864 decoder_stage3_concat[0][0]
__________________________________________________________________________________________________
decoder_stage3a_bn (BatchNormal (None, 256, 256, 32) 128 decoder_stage3a_conv[0][0]
__________________________________________________________________________________________________
decoder_stage3a_relu (Activatio (None, 256, 256, 32) 0 decoder_stage3a_bn[0][0]
__________________________________________________________________________________________________
decoder_stage3b_conv (Conv2D) (None, 256, 256, 32) 9216 decoder_stage3a_relu[0][0]
__________________________________________________________________________________________________
decoder_stage3b_bn (BatchNormal (None, 256, 256, 32) 128 decoder_stage3b_conv[0][0]
__________________________________________________________________________________________________
decoder_stage3b_relu (Activatio (None, 256, 256, 32) 0 decoder_stage3b_bn[0][0]
__________________________________________________________________________________________________
decoder_stage4_upsampling (UpSa (None, 512, 512, 32) 0 decoder_stage3b_relu[0][0]
__________________________________________________________________________________________________
decoder_stage4a_conv (Conv2D) (None, 512, 512, 16) 4608 decoder_stage4_upsampling[0][0]
__________________________________________________________________________________________________
decoder_stage4a_bn (BatchNormal (None, 512, 512, 16) 64 decoder_stage4a_conv[0][0]
__________________________________________________________________________________________________
decoder_stage4a_relu (Activatio (None, 512, 512, 16) 0 decoder_stage4a_bn[0][0]
__________________________________________________________________________________________________
decoder_stage4b_conv (Conv2D) (None, 512, 512, 16) 2304 decoder_stage4a_relu[0][0]
__________________________________________________________________________________________________
decoder_stage4b_bn (BatchNormal (None, 512, 512, 16) 64 decoder_stage4b_conv[0][0]
__________________________________________________________________________________________________
decoder_stage4b_relu (Activatio (None, 512, 512, 16) 0 decoder_stage4b_bn[0][0]
__________________________________________________________________________________________________
final_conv (Conv2D) (None, 512, 512, 21) 3045 decoder_stage4b_relu[0][0]
__________________________________________________________________________________________________
softmax (Activation) (None, 512, 512, 21) 0 final_conv[0][0]
==================================================================================================
Total params: 24,459,054
Trainable params: 3,169,960
Non-trainable params: 21,289,094
__________________________________________________________________________________________________
# import imgaug.augmenters as iaa
# For the assignment choose any 4 augumentation techniques
# check the imgaug documentations for more augmentations
#refrence taken from https://imgaug.readthedocs.io/en/latest/source/api_augmenters_meta.html
aug2 = iaa.Fliplr(1)
aug3 = iaa.Flipud(1)
aug4 = iaa.Emboss(alpha=(1), strength=1)
aug5 = iaa.DirectedEdgeDetect(alpha=(0.8), direction=(1.0))
aug6 = iaa.Sharpen(alpha=(1.0), lightness=(1.5))
aug6 = iaa.GammaContrast((0.5, 2.0)) #https://imgaug.readthedocs.io/en/latest/source/api_augmenters_meta.html
aug7 = iaa.GaussianBlur(sigma=(0.0, 3.0))
#make changes
def visualize(**images):
n = len(images)
plt.figure(figsize=(16, 5))
for i, (name, image) in enumerate(images.items()):
plt.subplot(1, n, i + 1)
plt.xticks([])
plt.yticks([])
plt.title(' '.join(name.split('_')).title())
if i==1:
plt.imshow(image, cmap='gray', vmax=1, vmin=0)
else:
plt.imshow(image)
plt.show()
def normalize_image(mask):
mask = mask/255
return mask
class Dataset:
CLASSES = list(np.unique(list(label_clr.values())))
def __init__(self, data,augmentation):
self.augmentation = augmentation
self.images_fps = data['image'].tolist()
self.masks_fps = data['mask'].tolist()
self.class_values = CLASSES
def __getitem__(self, i):
#image_mask = normalize_image(mask)
image = cv2.imread(self.images_fps[i], cv2.IMREAD_UNCHANGED)
image = cv2.resize(image,(512,512),interpolation=cv2.INTER_AREA)
image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
mask = cv2.imread(self.masks_fps[i], cv2.IMREAD_UNCHANGED)
mask = cv2.resize(mask,(512,512),interpolation=cv2.INTER_AREA)
image_masks = [(mask == v) for v in self.class_values]
image_mask = np.stack(image_masks, axis=-1).astype('float')
if self.augmentation == True:
a = np.random.uniform()
if a<0.16:
image = aug2.augment_image(image)
elif a<0.32:
image = aug3.augment_image(image)
elif a<0.48:
image = aug4.augment_image(image)
elif a<0.64:
image = aug5.augment_image(image)
elif a<0.80:
image = aug6.augment_image(image)
else:
image =aug7.augment_image(image)
return image, image_mask
def __len__(self):
return len(self.images_fps)
class Dataloder(tf.keras.utils.Sequence):
def __init__(self, dataset, batch_size=1, shuffle=False):
self.dataset = dataset
self.batch_size = batch_size
self.shuffle = shuffle
self.indexes = np.arange(len(dataset))
def __getitem__(self, i):
# collect batch data
start = i * self.batch_size
stop = (i + 1) * self.batch_size
data = []
for j in range(start, stop):
data.append(self.dataset[j])
batch = [np.stack(samples, axis=0) for samples in zip(*data)]
return tuple(batch)
def __len__(self):
return len(self.indexes) // self.batch_size
def on_epoch_end(self):
if self.shuffle:
self.indexes = np.random.permutation(self.indexes)
# # https://github.com/qubvel/segmentation_models
# import segmentation_models as sm
# from segmentation_models.metrics import iou_score
# from segmentation_models import Unet
# optim = tf.keras.optimizers.Adam(0.0001)
# focal_loss = sm.losses.cce_dice_loss
# # actulally total_loss can be imported directly from library, above example just show you how to manipulate with losses
# # total_loss = sm.losses.binary_focal_dice_loss
# # or total_loss = sm.losses.categorical_focal_dice_loss
# model.compile(optim, focal_loss, metrics=[iou_score])
# Dataset for train images
CLASSES = list(np.unique(list(label_clr.values())))
train_dataset = Dataset(X_train, augmentation = True)
test_dataset = Dataset(X_test, augmentation = False)
BATCH_SIZE=6
train_dataloader = Dataloder(train_dataset, batch_size=BATCH_SIZE, shuffle=True)
test_dataloader = Dataloder(test_dataset, batch_size=BATCH_SIZE, shuffle=True)
print(train_dataloader[0][0].shape)
print(train_dataloader[0][1].shape)
assert train_dataloader[0][0].shape == (BATCH_SIZE, 512, 512, 3)
assert train_dataloader[0][1].shape == (BATCH_SIZE, 512, 512, 21)
(6, 512, 512, 3) (6, 512, 512, 21)
* Explain the Dice loss * 1. Write the formualtion * 2. Range of the loss function * 3. Interpretation of loss function * 4. Write your understanding of the loss function, how does it helps in segmentation
* Split the data into 80:20. * Train the UNET on the given dataset and plot the train and validation loss. * As shown in the reference notebook plot 20 images from the test data along with its segmentation map, predicted map.
optim = tf.keras.optimizers.Adam()
focal_loss = sm.losses.cce_dice_loss
metric = IOUScore(threshold= .8)
model.compile(optim, focal_loss, metrics=[metric])
callbacks = [
tf.keras.callbacks.ReduceLROnPlateau(monitor='val_iou_score', min_lr=0.000001,factor=0.8,patience=2),
]
model.save_weights('model1.h5')
history = model.fit(train_dataloader, steps_per_epoch=50, epochs=30,\
validation_data=test_dataloader,callbacks=callbacks, )
Epoch 1/30 50/50 [==============================] - 155s 2s/step - loss: 0.9929 - iou_score: 0.2324 - val_loss: 0.9873 - val_iou_score: 0.3017 Epoch 2/30 50/50 [==============================] - 114s 2s/step - loss: 0.8952 - iou_score: 0.3117 - val_loss: 0.9320 - val_iou_score: 0.3161 Epoch 3/30 50/50 [==============================] - 115s 2s/step - loss: 0.8799 - iou_score: 0.3200 - val_loss: 0.8762 - val_iou_score: 0.3361 Epoch 4/30 50/50 [==============================] - 115s 2s/step - loss: 0.8704 - iou_score: 0.3238 - val_loss: 0.8450 - val_iou_score: 0.3466 Epoch 5/30 50/50 [==============================] - 116s 2s/step - loss: 0.8532 - iou_score: 0.3281 - val_loss: 0.8286 - val_iou_score: 0.3559 Epoch 6/30 50/50 [==============================] - 114s 2s/step - loss: 0.8308 - iou_score: 0.3592 - val_loss: 0.8405 - val_iou_score: 0.3479 Epoch 7/30 50/50 [==============================] - 116s 2s/step - loss: 0.8191 - iou_score: 0.3670 - val_loss: 0.7897 - val_iou_score: 0.3849 Epoch 8/30 50/50 [==============================] - 115s 2s/step - loss: 0.8248 - iou_score: 0.3603 - val_loss: 0.7561 - val_iou_score: 0.4079 Epoch 9/30 50/50 [==============================] - 115s 2s/step - loss: 0.8146 - iou_score: 0.3741 - val_loss: 0.7564 - val_iou_score: 0.3932 Epoch 10/30 50/50 [==============================] - 117s 2s/step - loss: 0.7873 - iou_score: 0.3910 - val_loss: 0.7479 - val_iou_score: 0.4104 Epoch 11/30 50/50 [==============================] - 115s 2s/step - loss: 0.7861 - iou_score: 0.3901 - val_loss: 0.7228 - val_iou_score: 0.4299 Epoch 12/30 50/50 [==============================] - 115s 2s/step - loss: 0.7785 - iou_score: 0.4042 - val_loss: 0.6817 - val_iou_score: 0.4671 Epoch 13/30 50/50 [==============================] - 115s 2s/step - loss: 0.7785 - iou_score: 0.4044 - val_loss: 0.6634 - val_iou_score: 0.4884 Epoch 14/30 50/50 [==============================] - 114s 2s/step - loss: 0.7823 - iou_score: 0.4071 - val_loss: 0.6747 - val_iou_score: 0.4732 Epoch 15/30 50/50 [==============================] - 117s 2s/step - loss: 0.7817 - iou_score: 0.4102 - val_loss: 0.6554 - val_iou_score: 0.4897 Epoch 16/30 50/50 [==============================] - 116s 2s/step - loss: 0.7583 - iou_score: 0.4293 - val_loss: 0.6500 - val_iou_score: 0.4955 Epoch 17/30 50/50 [==============================] - 116s 2s/step - loss: 0.7671 - iou_score: 0.4184 - val_loss: 0.6414 - val_iou_score: 0.5029 Epoch 18/30 50/50 [==============================] - 117s 2s/step - loss: 0.7594 - iou_score: 0.4233 - val_loss: 0.6448 - val_iou_score: 0.4992 Epoch 19/30 50/50 [==============================] - 116s 2s/step - loss: 0.7604 - iou_score: 0.4216 - val_loss: 0.6376 - val_iou_score: 0.5062 Epoch 20/30 50/50 [==============================] - 115s 2s/step - loss: 0.7489 - iou_score: 0.4303 - val_loss: 0.6343 - val_iou_score: 0.5092 Epoch 21/30 50/50 [==============================] - 114s 2s/step - loss: 0.7523 - iou_score: 0.4241 - val_loss: 0.6288 - val_iou_score: 0.5161 Epoch 22/30 50/50 [==============================] - 115s 2s/step - loss: 0.7392 - iou_score: 0.4426 - val_loss: 0.6259 - val_iou_score: 0.5199 Epoch 23/30 50/50 [==============================] - 115s 2s/step - loss: 0.7396 - iou_score: 0.4327 - val_loss: 0.6231 - val_iou_score: 0.5205 Epoch 24/30 50/50 [==============================] - 115s 2s/step - loss: 0.7309 - iou_score: 0.4422 - val_loss: 0.6251 - val_iou_score: 0.5165 Epoch 25/30 50/50 [==============================] - 115s 2s/step - loss: 0.7439 - iou_score: 0.4363 - val_loss: 0.6190 - val_iou_score: 0.5222 Epoch 26/30 50/50 [==============================] - 115s 2s/step - loss: 0.7449 - iou_score: 0.4357 - val_loss: 0.6186 - val_iou_score: 0.5243 Epoch 27/30 50/50 [==============================] - 115s 2s/step - loss: 0.7443 - iou_score: 0.4343 - val_loss: 0.6171 - val_iou_score: 0.5244 Epoch 28/30 50/50 [==============================] - 116s 2s/step - loss: 0.7387 - iou_score: 0.4351 - val_loss: 0.6153 - val_iou_score: 0.5272 Epoch 29/30 50/50 [==============================] - 115s 2s/step - loss: 0.7451 - iou_score: 0.4339 - val_loss: 0.6157 - val_iou_score: 0.5269 Epoch 30/30 50/50 [==============================] - 116s 2s/step - loss: 0.7558 - iou_score: 0.4236 - val_loss: 0.6138 - val_iou_score: 0.5278
# Plot training & validation iou_score values
plt.figure(figsize=(30, 5))
plt.subplot(121)
plt.plot(history.history['iou_score'])
plt.plot(history.history['val_iou_score'])
plt.title('Model iou_score')
plt.ylabel('iou_score')
plt.xlabel('Epoch')
plt.legend(['Train', 'Test'], loc='upper left')
# Plot training & validation loss values
plt.subplot(122)
plt.plot(history.history['loss'])
plt.plot(history.history['val_loss'])
plt.title('Model loss')
plt.ylabel('Loss')
plt.xlabel('Epoch')
plt.legend(['Train', 'Test'], loc='upper left')
plt.show()
#refrence taken from https://matplotlib.org/stable/gallery/images_contours_and_fields/image_masked.html
for p, i in enumerate(np.random.randint(0, len(X_test['image'].tolist()), size = 20)):
#original image
image = cv2.imread(X_test['image'].tolist()[i], cv2.IMREAD_UNCHANGED)
image = cv2.resize(image, (512,512),interpolation = cv2.INTER_NEAREST)
#predicted segmentation map
predicted = model.predict(image[np.newaxis,:,:,:])
pred_mask = tf.argmax(predicted, axis=-1)
#original segmentation map
image_mask = cv2.imread(X_test['mask'].tolist()[i], cv2.IMREAD_UNCHANGED)
image_mask = cv2.resize(image_mask, (512,512),interpolation = cv2.INTER_NEAREST)
plt.figure(figsize=(10,6))
plt.subplot(131)
plt.imshow(image)
plt.subplot(132)
plt.imshow(image_mask, cmap='gray')
plt.subplot(133)
plt.imshow(pred_mask[0], cmap='gray')
plt.show()
# dir_path = '900_images'
# for p, i in enumerate(X_test):
# #original image
# image = cv2.imread(os.path.join(dir_path, i+'.jpg'), cv2.IMREAD_UNCHANGED)
# image = cv2.resize(image, (512,512))
# #predicted segmentation map
# predicted = model.predict(image[np.newaxis,:,:,:])
# #original segmentation map
# image_mask = cv2.imread(os.path.join(dir_path, i+'.mask.jpg'), cv2.IMREAD_UNCHANGED)
# image_mask = cv2.resize(image_mask, (512,512))
# plt.figure(figsize=(10,6))
# plt.subplot(131)
# plt.imshow(image)
# plt.subplot(132)
# plt.imshow(image_mask, cmap='gray', vmax=1, vmin=0)
# plt.subplot(133)
# plt.imshow(predicted[0,:,:,0], cmap='gray', vmax=1, vmin=0)
# plt.show()
import tensorflow as tf
# tf.compat.v1.enable_eager_execution()
from tensorflow import keras
from tensorflow.keras.layers import *
from tensorflow.keras.preprocessing import image
from tensorflow.keras.models import Model, load_model
from tensorflow.keras.layers import UpSampling2D
from tensorflow.keras.layers import MaxPooling2D, GlobalAveragePooling2D
from tensorflow.keras.layers import concatenate
from tensorflow.keras.layers import Multiply
from tensorflow.keras.callbacks import EarlyStopping, ModelCheckpoint
from tensorflow.keras import backend as K
from tensorflow.keras.layers import Input, Add, Dense, Activation, ZeroPadding2D, BatchNormalization, Flatten, Conv2D, AveragePooling2D, MaxPooling2D, GlobalMaxPooling2D
from tensorflow.keras.models import Model, load_model
from tensorflow.keras.utils import plot_model
from tensorflow.keras.initializers import glorot_uniform
K.set_image_data_format('channels_last')
K.set_learning_phase(1)
/usr/local/lib/python3.7/dist-packages/tensorflow/python/keras/backend.py:435: UserWarning: `tf.keras.backend.set_learning_phase` is deprecated and will be removed after 2020-10-11. To update it, simply pass a True/False value to the `training` argument of the `__call__` method of your layer or model.
warnings.warn('`tf.keras.backend.set_learning_phase` is deprecated and '

Encoder:
![]() |
![]() |
Here $\oplus$ represents the elementwise sum
NOTE: these filters are of your choice, you can explore more options also
Example: if your image is of size $(512, 512, 3)$
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/Conv2D
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/GlobalAveragePooling2D
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/BatchNormalization
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/Activation
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/add
class convolutional_block(tf.keras.layers.Layer):
def __init__(self,filters, stride):
super().__init__()
self.F1, self.F2, self.F3 = filters
self.stride1,self.stride2 = stride
self.C1= Conv2D(self.F1, (1, 1), strides=self.stride1,name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.C2 = BatchNormalization(axis=3, name='bn_conv1')
self.C3= Activation('relu')
self.C4 = Conv2D(self.F2, (3, 3), strides=self.stride2,name='conv2', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.C5 = BatchNormalization(axis=3, name='bn_conv2')
self.C6 = Activation('relu')
self.C7 = Conv2D(self.F3, (1, 1), strides=self.stride1,name='conv3', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.C8 = BatchNormalization(axis=3, name='bn_conv3')
self.C9 = Conv2D(self.F3, (3, 3), strides=self.stride2,name='parallel', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.C10 = BatchNormalization(axis=3, name='bn_conv1')
self.C11 = Activation('relu')
self.C12=Add()
self.C13 = Activation('relu')
def call(self, input):
X = self.C1(input)
X = self.C2(X)
X = self.C3(X)
X = self.C4(X)
X = self.C5(X)
X = self.C6(X)
X = self.C7(X)
X =self.C8(X)
X1 = self.C9(input)
X1 = self.C10(X1)
X1 = self.C11(X1)
final_x=self.C12([X, X1])
final_conv = self.C13(final_x)
return final_conv
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/Conv2D
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/GlobalAveragePooling2D
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/BatchNormalization
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/Activation
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/add
class identity_block(tf.keras.layers.Layer):
def __init__(self,filters,stride):
super().__init__()
self.F1, self.F2, self.F3 = filters
self.stride1 = stride
self.D1 = Conv2D(self.F1, (1, 1), strides=self.stride1,name='iden1_conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.D2 = BatchNormalization(axis=3, name='bn_conv1')
self.D3 = Activation('relu')
self.D4 = Conv2D(self.F2, (3, 3), strides=self.stride1,name='iden1_conv2', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.D5 = BatchNormalization(axis=3, name='bn_conv2')
self.D6 = Activation('relu')
self.D7 = Conv2D(self.F3, (1, 1), strides=self.stride1,name='iden1_conv3', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.D8 = BatchNormalization(axis=3, name='bn_conv3')
self.D9= Add()
self.D10 = Activation('relu')
def call(self, input):
X = self.D1(input)
X = self.D2(X)
X = self.D3(X)
X = self.D4(X)
X = self.D5(X)
X = self.D6(X)
X = self.D7(X)
X = self.D8(X)
final_identity=self.D9([input, X])
final_identity = self.D10(final_identity)
return final_identity
Indented block

a. C4 b. From the above flow NOTE: here N times reduction and N time increments makes the input and out shape same, you can explore with the N values, you can choose N = 2 or 4
class global_flow(tf.keras.layers.Layer):
def __init__(self, filters,stride):
super().__init__()
self.F1 = filters
self.stride1 = stride
self.gap1=GlobalAveragePooling2D()
self.bnd1=BatchNormalization()
self.actd1=Activation('relu')
self.cond1= Conv2D(self.F1, (1, 1), strides=self.stride1,name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.up1=UpSampling2D(size = 64)
def call(self, X):
# implement the global flow operatiom
out = self.gap1(X)
out = self.bnd1(out)
out = self.actd1(out)
out = tf.reshape(out, shape = (-1, 1, 1, X.shape[-1]))
out = self.cond1(out)
out = self.up1(out)
return out
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/Conv2D
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/GlobalAveragePooling2D
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/BatchNormalization
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/Activation
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/add
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/UpSampling2D
class context_flow(tf.keras.layers.Layer):
def __init__(self, filters,stride, **kwargs):
super().__init__()
self.F1 = filters
self.stride1,self.stride2 = stride
self.F3 = AveragePooling2D(strides=2)
self.F4 = Conv2D(self.F1, (3, 3), strides=self.stride1,name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.F5 = Conv2D(self.F1, (3, 3), strides=self.stride1,name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.F6 = Conv2D(self.F1, (1, 1), strides=self.stride1,name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.F7 = Activation('relu')
self.F8 = Conv2D(self.F1, (1, 1), strides=self.stride1,name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.F9 = Activation('sigmoid')
self.F10 = Multiply()
self.F11= Add()
self.F12 = UpSampling2D(size = 2)
def call(self, X):
# here X will a list of two elements
INP, FLOW = X[0], X[1]
conctenate_output = concatenate([INP, FLOW])
avg = self.F3(conctenate_output)
X1 = self.F4(avg)
X2 = self.F5(X1)
X3 = self.F6(X2)
X4 = self.F7(X3)
X5 = self.F8(X4)
X6 = self.F9(X5)
mul = self.F10([X2,X6])
add = self.F11([X2,mul])
final_output = self.F12(add)
return final_output
the output of these 4 modules will be added to get the same output matrix

Example:
Feature selection module:
apply upsampling with bilinear pooling as interpolation technique
Example:
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/Conv2D
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/GlobalAveragePooling2D
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/BatchNormalization
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/Activation
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/add
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/UpSampling2D
class fsm(tf.keras.layers.Layer):
def __init__(self,filters,stride):
super().__init__()
self.F1 = filters
self.stride1,self.stride2 = stride
self.G1 = Conv2D(self.F1, (3, 3), strides=self.stride1,name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.G2 = GlobalAveragePooling2D()
self.G3 = BatchNormalization()
self.G4 = Activation('sigmoid')
self.G5 = Multiply()
self.G6 = UpSampling2D(size = 2)
def call(self, X):
# implement the FSM modules based on image in the above cells
X1 = self.G1(X)
global_avg = self.G2(X1)
output = tf.reshape(global_avg, shape = (-1, 1, 1, global_avg.shape[-1]))
output1 = self.G3(output)
final = self.G4(output1)
mul = self.G5([final,X1])
final_output = self.G6(mul)
return final_output
Adapted Global Convolutional Network (AGCN):

AGCN will get the input from the output of the "conv block" of $C_1$
In all the above layers we will be using the padding="same" and stride=(1,1)
so that we can have the input and output matrices of same size
Example:
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/Conv2D
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/GlobalAveragePooling2D
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/BatchNormalization
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/Activation
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/add
#refrence taken from https://www.tensorflow.org/api_docs/python/tf/keras/layers/UpSampling2D
class agcn(tf.keras.layers.Layer):
def __init__(self, filters,stride):
super().__init__()
self.F1 = filters
self.stride1,self.stride2 = stride
self.G1= Conv2D(self.F1, (7, 1), strides=self.stride1,name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.G2 = Conv2D(self.F1, (1, 7), strides=self.stride1,name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.G3 = Conv2D(self.F1, (1, 7), strides=self.stride1,name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.G4 = Conv2D(self.F1, (7, 1), strides=self.stride1,name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.G5 = Add()
self.G6 = Conv2D(self.F1, (3, 3), strides=self.stride1,name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))
self.G7 = Add()
def call(self, X):
# please implement the above mentioned architecture
X1 = self.G1(X)
X2 = self.G2(X1)
X3 = self.G3(X)
X4 = self.G4(X3)
add1 = self.G5([X2,X4])
X5 = self.G6(add1)
add2 = self.G7([X5,add1])
return add2

as shown in the architecture, after we get the AGCN it will get concatinated with the FSM output
If we observe the shapes both AGCN and FSM will have same height and weight
we will be concatinating both these outputs over the last axis
The concatinated output will be passed to a conv layers with filters = number of classes in our data set and the activation function = 'relu'
we will be using padding="same" which results in the same size feature map
If you observe the shape of matrix, it will be 4x times less than the original image
to make it equal to the original output shape, we will do 4x times upsampling of rows and columns
apply upsampling with bilinear pooling as interpolation technique
Finally we will be applying sigmoid activation.
Example:
X_input_1 = Input(shape=(512,512,3))
# Stage 1
X = Conv2D(64, (3, 3), name='conv1', padding="same", kernel_initializer=glorot_uniform(seed=0))(X_input_1)
X = BatchNormalization(axis=3, name='bn_conv1')(X)
X = Activation('relu')(X)
X = MaxPooling2D((2, 2), strides=(2, 2))(X)
print(X.shape)
(None, 256, 256, 64)
!pip install git+https://github.com/qubvel/segmentation_models
Collecting git+https://github.com/qubvel/segmentation_models Cloning https://github.com/qubvel/segmentation_models to /tmp/pip-req-build-y1_uakb8 Running command git clone -q https://github.com/qubvel/segmentation_models /tmp/pip-req-build-y1_uakb8 Running command git submodule update --init --recursive -q Requirement already satisfied: keras_applications<=1.0.8,>=1.0.7 in /usr/local/lib/python3.7/dist-packages (from segmentation-models==1.0.1) (1.0.8) Requirement already satisfied: image-classifiers==1.0.0 in /usr/local/lib/python3.7/dist-packages (from segmentation-models==1.0.1) (1.0.0) Requirement already satisfied: efficientnet==1.0.0 in /usr/local/lib/python3.7/dist-packages (from segmentation-models==1.0.1) (1.0.0) Requirement already satisfied: scikit-image in /usr/local/lib/python3.7/dist-packages (from efficientnet==1.0.0->segmentation-models==1.0.1) (0.16.2) Requirement already satisfied: h5py in /usr/local/lib/python3.7/dist-packages (from keras_applications<=1.0.8,>=1.0.7->segmentation-models==1.0.1) (3.1.0) Requirement already satisfied: numpy>=1.9.1 in /usr/local/lib/python3.7/dist-packages (from keras_applications<=1.0.8,>=1.0.7->segmentation-models==1.0.1) (1.19.5) Requirement already satisfied: cached-property in /usr/local/lib/python3.7/dist-packages (from h5py->keras_applications<=1.0.8,>=1.0.7->segmentation-models==1.0.1) (1.5.2) Requirement already satisfied: networkx>=2.0 in /usr/local/lib/python3.7/dist-packages (from scikit-image->efficientnet==1.0.0->segmentation-models==1.0.1) (2.5.1) Requirement already satisfied: scipy>=0.19.0 in /usr/local/lib/python3.7/dist-packages (from scikit-image->efficientnet==1.0.0->segmentation-models==1.0.1) (1.4.1) Requirement already satisfied: matplotlib!=3.0.0,>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from scikit-image->efficientnet==1.0.0->segmentation-models==1.0.1) (3.2.2) Requirement already satisfied: imageio>=2.3.0 in /usr/local/lib/python3.7/dist-packages (from scikit-image->efficientnet==1.0.0->segmentation-models==1.0.1) (2.4.1) Requirement already satisfied: pillow>=4.3.0 in /usr/local/lib/python3.7/dist-packages (from scikit-image->efficientnet==1.0.0->segmentation-models==1.0.1) (7.1.2) Requirement already satisfied: PyWavelets>=0.4.0 in /usr/local/lib/python3.7/dist-packages (from scikit-image->efficientnet==1.0.0->segmentation-models==1.0.1) (1.1.1) Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib!=3.0.0,>=2.0.0->scikit-image->efficientnet==1.0.0->segmentation-models==1.0.1) (2.8.1) Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib!=3.0.0,>=2.0.0->scikit-image->efficientnet==1.0.0->segmentation-models==1.0.1) (1.3.1) Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.7/dist-packages (from matplotlib!=3.0.0,>=2.0.0->scikit-image->efficientnet==1.0.0->segmentation-models==1.0.1) (0.10.0) Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib!=3.0.0,>=2.0.0->scikit-image->efficientnet==1.0.0->segmentation-models==1.0.1) (2.4.7) Requirement already satisfied: six in /usr/local/lib/python3.7/dist-packages (from cycler>=0.10->matplotlib!=3.0.0,>=2.0.0->scikit-image->efficientnet==1.0.0->segmentation-models==1.0.1) (1.15.0) Requirement already satisfied: decorator<5,>=4.3 in /usr/local/lib/python3.7/dist-packages (from networkx>=2.0->scikit-image->efficientnet==1.0.0->segmentation-models==1.0.1) (4.4.2)
#model architecture 1
X_input = X
cb_=convolutional_block([4,4,8],[1,2])
I1_input_blk=cb_(X_input)
ib_1=identity_block([4,4,8],1)
input_2=ib_1(I1_input_blk)
#model architecture 2
X_input = input_2
cb_=convolutional_block([8,8,16],[1,2])
I2_input_blk=cb_(X_input)
ib_21=identity_block([8,8,16],1)
cb_22=ib_21(I2_input_blk)
ib_2=identity_block([8,8,16],1)
input_3=ib_2(cb_22)
#model architecture 3
X_input = input_3
cb_=convolutional_block([16,16,32],[1,1])
I3_input_blk=cb_(X_input)
ib_31=identity_block([16,16,32],1)
c31=ib_31(I3_input_blk)
ib_32=identity_block([16,16,32],1)
c32=ib_32(c31)
i3=identity_block([16,16,32],1)
input_4=i3(c32)
#model architecture 4
X_input = input_4
cb_=convolutional_block([32,32,64],[1,1])
I4_input_blk=cb_(X_input)
ib_41=identity_block([32,32,64],1)
c41=ib_41(I4_input_blk)
ib_42=identity_block([32,32,64],1)
c42=ib_42(c41)
ib_43=identity_block([32,32,64],1)
c43=ib_43(c42)
ib_44=identity_block([32,32,64],1)
input_5=ib_44(c43)
#model architecture
c=global_flow(32,1)
final_out=c(input_5) #global flow output
cf1 = context_flow(32,[1,2])
output_1 = cf1([input_5, final_out])
output_2 = cf1([input_5, output_1])
output_3 = cf1([input_5, output_2])
add = tf.keras.layers.Add()([final_out, output_1, output_2, output_3])
fsm1 = fsm(32,[1,2])
fsm_output=fsm1(add) #feature selection module
agcn1 = agcn(32,[1,2])
agcn_output =agcn1(input_2) # adapted global convolution network
concatenated_output = tf.keras.layers.concatenate([fsm_output, agcn_output])
conv1=Conv2D(21, (3, 3), padding="same", kernel_initializer=glorot_uniform(seed=0))(concatenated_output)
upsampled = UpSampling2D(size = 4, interpolation = 'bilinear')(conv1)
output = Softmax()(upsampled)
model_2 = Model(inputs = X_input_1, outputs = output)
model_2.summary()
Model: "model_2"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_1 (InputLayer) [(None, 512, 512, 3) 0
__________________________________________________________________________________________________
conv1 (Conv2D) (None, 512, 512, 64) 1792 input_1[0][0]
__________________________________________________________________________________________________
bn_conv1 (BatchNormalization) (None, 512, 512, 64) 256 conv1[0][0]
__________________________________________________________________________________________________
activation (Activation) (None, 512, 512, 64) 0 bn_conv1[0][0]
__________________________________________________________________________________________________
max_pooling2d (MaxPooling2D) (None, 256, 256, 64) 0 activation[0][0]
__________________________________________________________________________________________________
convolutional_block (convolutio (None, 128, 128, 8) 5160 max_pooling2d[0][0]
__________________________________________________________________________________________________
identity_block (identity_block) (None, 128, 128, 8) 288 convolutional_block[0][0]
__________________________________________________________________________________________________
convolutional_block_1 (convolut (None, 64, 64, 16) 2160 identity_block[0][0]
__________________________________________________________________________________________________
identity_block_1 (identity_bloc (None, 64, 64, 16) 992 convolutional_block_1[0][0]
__________________________________________________________________________________________________
identity_block_2 (identity_bloc (None, 64, 64, 16) 992 identity_block_1[0][0]
__________________________________________________________________________________________________
convolutional_block_2 (convolut (None, 64, 64, 32) 8160 identity_block_2[0][0]
__________________________________________________________________________________________________
identity_block_3 (identity_bloc (None, 64, 64, 32) 3648 convolutional_block_2[0][0]
__________________________________________________________________________________________________
identity_block_4 (identity_bloc (None, 64, 64, 32) 3648 identity_block_3[0][0]
__________________________________________________________________________________________________
identity_block_5 (identity_bloc (None, 64, 64, 32) 3648 identity_block_4[0][0]
__________________________________________________________________________________________________
convolutional_block_3 (convolut (None, 64, 64, 64) 31680 identity_block_5[0][0]
__________________________________________________________________________________________________
identity_block_6 (identity_bloc (None, 64, 64, 64) 13952 convolutional_block_3[0][0]
__________________________________________________________________________________________________
identity_block_7 (identity_bloc (None, 64, 64, 64) 13952 identity_block_6[0][0]
__________________________________________________________________________________________________
identity_block_8 (identity_bloc (None, 64, 64, 64) 13952 identity_block_7[0][0]
__________________________________________________________________________________________________
identity_block_9 (identity_bloc (None, 64, 64, 64) 13952 identity_block_8[0][0]
__________________________________________________________________________________________________
global_flow (global_flow) (None, 64, 64, 32) 2336 identity_block_9[0][0]
__________________________________________________________________________________________________
context_flow (context_flow) (None, 64, 64, 32) 39040 identity_block_9[0][0]
global_flow[0][0]
identity_block_9[0][0]
context_flow[0][0]
identity_block_9[0][0]
context_flow[1][0]
__________________________________________________________________________________________________
add_31 (Add) (None, 64, 64, 32) 0 global_flow[0][0]
context_flow[0][0]
context_flow[1][0]
context_flow[2][0]
__________________________________________________________________________________________________
fsm (fsm) (None, 128, 128, 32) 9376 add_31[0][0]
__________________________________________________________________________________________________
agcn (agcn) (None, 128, 128, 32) 27296 identity_block[0][0]
__________________________________________________________________________________________________
concatenate (Concatenate) (None, 128, 128, 64) 0 fsm[0][0]
agcn[0][0]
__________________________________________________________________________________________________
conv2d (Conv2D) (None, 128, 128, 21) 12117 concatenate[0][0]
__________________________________________________________________________________________________
up_sampling2d_3 (UpSampling2D) (None, 512, 512, 21) 0 conv2d[0][0]
__________________________________________________________________________________________________
softmax (Softmax) (None, 512, 512, 21) 0 up_sampling2d_3[0][0]
==================================================================================================
Total params: 208,397
Trainable params: 205,789
Non-trainable params: 2,608
__________________________________________________________________________________________________
tf.keras.utils.plot_model(
model, to_file='model4.png', show_shapes=True, show_layer_names=True,
rankdir='TB')
import segmentation_models as sm
from segmentation_models.metrics import iou_score
from segmentation_models.metrics import IOUScore
from segmentation_models import Unet
optim = tf.keras.optimizers.Adam()
focal_loss = sm.losses.cce_dice_loss
metric = IOUScore(threshold= .6)
model_2.compile(optim, focal_loss, metrics=[metric])
# Dataset for train images
CLASSES = list(np.unique(list(label_clr.values())))
tr_dataset = Dataset(X_train, augmentation = True)
te_dataset = Dataset(X_test, augmentation = False)
BATCH_SIZE=6
tr_dataloader = Dataloder(tr_dataset, batch_size=BATCH_SIZE, shuffle=True)
te_dataloader = Dataloder(te_dataset, batch_size=BATCH_SIZE, shuffle=True)
print(tr_dataloader[0][0].shape)
print(tr_dataloader[0][1].shape)
assert tr_dataloader[0][0].shape == (BATCH_SIZE, 512, 512, 3)
assert tr_dataloader[0][1].shape == (BATCH_SIZE, 512, 512, 21)
(6, 512, 512, 3) (6, 512, 512, 21)
callbacks = [
tf.keras.callbacks.ReduceLROnPlateau(monitor='val_iou_score', min_lr=0.000001,factor=0.8,patience=2),
]
history=model_2.fit(train_dataloader, steps_per_epoch=50, epochs=30,\
validation_data=test_dataloader,callbacks=callbacks)
Epoch 1/30 50/50 [==============================] - 118s 2s/step - loss: 1.0637 - iou_score: 0.1150 - val_loss: 1.2657 - val_iou_score: 0.1192 Epoch 2/30 50/50 [==============================] - 110s 2s/step - loss: 0.9937 - iou_score: 0.2353 - val_loss: 0.9663 - val_iou_score: 0.2408 Epoch 3/30 50/50 [==============================] - 110s 2s/step - loss: 0.9526 - iou_score: 0.2449 - val_loss: 0.9489 - val_iou_score: 0.2811 Epoch 4/30 50/50 [==============================] - 109s 2s/step - loss: 0.9410 - iou_score: 0.2543 - val_loss: 0.9253 - val_iou_score: 0.2856 Epoch 5/30 50/50 [==============================] - 110s 2s/step - loss: 0.9319 - iou_score: 0.2666 - val_loss: 0.9285 - val_iou_score: 0.2882 Epoch 6/30 50/50 [==============================] - 109s 2s/step - loss: 0.9190 - iou_score: 0.2968 - val_loss: 0.9043 - val_iou_score: 0.2871 Epoch 7/30 50/50 [==============================] - 110s 2s/step - loss: 0.9202 - iou_score: 0.2942 - val_loss: 0.8785 - val_iou_score: 0.3162 Epoch 8/30 50/50 [==============================] - 111s 2s/step - loss: 0.9037 - iou_score: 0.3061 - val_loss: 0.8699 - val_iou_score: 0.3125 Epoch 9/30 50/50 [==============================] - 111s 2s/step - loss: 0.9022 - iou_score: 0.3154 - val_loss: 0.8544 - val_iou_score: 0.3347 Epoch 10/30 50/50 [==============================] - 110s 2s/step - loss: 0.8965 - iou_score: 0.3174 - val_loss: 0.8443 - val_iou_score: 0.3455 Epoch 11/30 50/50 [==============================] - 109s 2s/step - loss: 0.8949 - iou_score: 0.3130 - val_loss: 0.8470 - val_iou_score: 0.3440 Epoch 12/30 50/50 [==============================] - 111s 2s/step - loss: 0.8855 - iou_score: 0.3268 - val_loss: 0.8364 - val_iou_score: 0.3454 Epoch 13/30 50/50 [==============================] - 111s 2s/step - loss: 0.8865 - iou_score: 0.3226 - val_loss: 0.8432 - val_iou_score: 0.3361 Epoch 14/30 50/50 [==============================] - 110s 2s/step - loss: 0.8877 - iou_score: 0.3235 - val_loss: 0.8525 - val_iou_score: 0.3231 Epoch 15/30 50/50 [==============================] - 110s 2s/step - loss: 0.8846 - iou_score: 0.3160 - val_loss: 0.8463 - val_iou_score: 0.3411 Epoch 16/30 50/50 [==============================] - 112s 2s/step - loss: 0.8888 - iou_score: 0.3164 - val_loss: 0.8176 - val_iou_score: 0.3595 Epoch 17/30 50/50 [==============================] - 110s 2s/step - loss: 0.8790 - iou_score: 0.3297 - val_loss: 0.8277 - val_iou_score: 0.3578 Epoch 18/30 50/50 [==============================] - 112s 2s/step - loss: 0.8875 - iou_score: 0.3262 - val_loss: 0.8332 - val_iou_score: 0.3543 Epoch 19/30 50/50 [==============================] - 114s 2s/step - loss: 0.8728 - iou_score: 0.3306 - val_loss: 0.8123 - val_iou_score: 0.3646 Epoch 20/30 50/50 [==============================] - 115s 2s/step - loss: 0.8793 - iou_score: 0.3300 - val_loss: 0.8127 - val_iou_score: 0.3679 Epoch 21/30 50/50 [==============================] - 114s 2s/step - loss: 0.8741 - iou_score: 0.3327 - val_loss: 0.8189 - val_iou_score: 0.3646 Epoch 22/30 50/50 [==============================] - 112s 2s/step - loss: 0.8775 - iou_score: 0.3302 - val_loss: 0.8169 - val_iou_score: 0.3627 Epoch 23/30 50/50 [==============================] - 117s 2s/step - loss: 0.8779 - iou_score: 0.3333 - val_loss: 0.8050 - val_iou_score: 0.3754 Epoch 24/30 50/50 [==============================] - 112s 2s/step - loss: 0.8668 - iou_score: 0.3408 - val_loss: 0.8064 - val_iou_score: 0.3716 Epoch 25/30 50/50 [==============================] - 111s 2s/step - loss: 0.8779 - iou_score: 0.3323 - val_loss: 0.8063 - val_iou_score: 0.3730 Epoch 26/30 50/50 [==============================] - 111s 2s/step - loss: 0.8791 - iou_score: 0.3373 - val_loss: 0.8025 - val_iou_score: 0.3724 Epoch 27/30 50/50 [==============================] - 112s 2s/step - loss: 0.8731 - iou_score: 0.3356 - val_loss: 0.8038 - val_iou_score: 0.3764 Epoch 28/30 50/50 [==============================] - 113s 2s/step - loss: 0.8818 - iou_score: 0.3286 - val_loss: 0.8021 - val_iou_score: 0.3752 Epoch 29/30 50/50 [==============================] - 111s 2s/step - loss: 0.8610 - iou_score: 0.3432 - val_loss: 0.7988 - val_iou_score: 0.3783 Epoch 30/30 50/50 [==============================] - 112s 2s/step - loss: 0.8665 - iou_score: 0.3450 - val_loss: 0.8005 - val_iou_score: 0.3738
# Plot training & validation iou_score values
plt.figure(figsize=(30, 5))
plt.subplot(121)
plt.plot(history.history['iou_score'])
plt.plot(history.history['val_iou_score'])
plt.title('Model iou_score')
plt.ylabel('iou_score')
plt.xlabel('Epoch')
plt.legend(['Train', 'Test'], loc='upper left')
# Plot training & validation loss values
plt.subplot(122)
plt.plot(history.history['loss'])
plt.plot(history.history['val_loss'])
plt.title('Model loss')
plt.ylabel('Loss')
plt.xlabel('Epoch')
plt.legend(['Train', 'Test'], loc='upper left')
plt.show()
#refrence taken from https://matplotlib.org/stable/gallery/images_contours_and_fields/image_masked.html
for p, i in enumerate(np.random.randint(0, len(X_test['image'].tolist()), size = 20)):
#original image
image = cv2.imread(X_test['image'].tolist()[i], cv2.IMREAD_UNCHANGED)
image = cv2.resize(image, (512,512),interpolation = cv2.INTER_NEAREST)
#predicted segmentation map
predicted = model_2.predict(image[np.newaxis,:,:,:])
pred_mask = tf.argmax(predicted, axis=-1)
#original segmentation map
image_mask = cv2.imread(X_test['mask'].tolist()[i], cv2.IMREAD_UNCHANGED)
image_mask = cv2.resize(image_mask, (512,512),interpolation = cv2.INTER_NEAREST)
plt.figure(figsize=(10,6))
plt.subplot(131)
plt.imshow(image)
plt.subplot(132)
plt.imshow(image_mask, cmap='gray')
plt.subplot(133)
plt.imshow(pred_mask[0], cmap='gray')
plt.show()